Is this just me?

I tend to associate the word with a bunch of suits reading newspapers in trains, and my frantic summer sweat rides coughing up car exhaust or my winter cold rain streaming down my face ride don't seem to match that image.

I don't have a better word or term, perhaps just "I ride my bike to work/everywhere".